Digital Commons Network^™

Dual-Channel Side Channel Attack: Improved Aes Key Decryption By Combining Power And Electromagnetic Side Channels With Convolutional Neural Networks, Sean P. O'Neill

Theses and Dissertations

This research introduces a novel DL approach for SCA that combines power consumption and EM signals to enhance encryption key deduction by leveraging a dual-channel CNN architecture. A new dataset, consisting of simultaneous power and EM signal collections during 128-bitAES encryption, was developed to train and evaluate the model’s effectiveness. The combined approach achieved an 88% reduction in traces needed, from 50 traces to 6, for encryption key classification, outperforming traditional methods such as random forest, DPA, DEMA,and individual side channel CNN models. These findings highlight the potential of integrating multiple side channels in SCA to improve performance without the …

Tac-It An Affective Computing User Interface Design, Andrew Biron

Theses and Dissertations

TAC-IT affective computing user-interface design is an independent computer peripheral that is a tool to be utilized to obtain a user’s self-reported emotional state in real-time. Doctor Rosalind Picard first coined and used the term affective computing in her paper Affective Computing [Picard, R. (1995)]. Affective Computing is defined as the study and development of systems and devices that can recognize, interpret, process, and simulate human affects. It is an interdisciplinary field spanning computer science, psychology, and cognitive science. Since that time, areas of research have expanded exponentially, and areas of interest include how to trigger emotions in a test …

Mathematical Model For Helically Propagating Spatially Multiplexed Mimo Channels Inside Single Core Optical Fibers, Ibrahim Barka

Theses and Dissertations

It all started when our curiosity was sparked by observing light beams from a Multi-Channel Laser Source precisely coupled into a single-core optical fiber positioned on an optical bench in the lab. The multiplexed light beams, characterized by different spatial azimuthal angles, were guided by the fiber, tracing helical paths and producing a bright central spot with concentric rings depending on the launched angles, a phenomenon we came to call Spatial Domain Multiplexing (SDM). Conventional concepts of hybrid and LP modes couldn’t fully explain the behavior of SDM modes, leading us to the question of the types of field configurations …

Intent Visualization In Human-Agent Teams, Rahul Tushar Mehta

Theses and Dissertations

Despite advances in autonomous systems, effective collaboration between humans and intelligent agents remains a significant challenge, particularly in shared-control scenarios. This study investigates how intent visualization affects human-agent collaboration in telecollaboration scenarios, examining its impact on team performance, operator trust, and workload. Using a custom simulation environment and Wizard-of-Oz methodology, we conducted an experiment with 13 participants who completed exploration tasks under two conditions: a baseline interface and an enhanced interface with intent visualization. Results showed that while intent visualization did not significantly improve objective performance metrics, it led to a 22.6\% increase in explicit disagreements between operators and the …

Decoding Neural Networks: An Information-Theoretic Guide To Interpretability, Error Analysis And Efficiency, Mackenzie J. Meni

Theses and Dissertations

This dissertation addresses critical challenges in neural network design by leveraging entropy-based techniques to improve model efficiency, interpretability, and bias reduction. Focusing on the unique demands of computer vision applications, particularly object detection and classification for real-time systems, this work introduces a series of innovative methods centered on information theory. At the core of these methods is the Probabilistic Explanations of Entropic Knowledge (PEEK) framework, a tool developed to analyze and visualize entropy distributions across feature maps. PEEK offers insights into information flow within neural networks, making it possible to pinpoint layers that contribute meaningfully to decision-making or identify those …

Synthesis Of Photocleavable Molecules For Neurological Applications, Nishal Madujith Egodawaththa Arachchilage Don

Theses and Dissertations

In recent biomedical research, the precise control of molecular dynamics through light activation has emerged as a powerful tool, particularly in the field of neurobiology. This approach involves the use of photocleavable cages or photoprotective groups (PPGs) that are chemically tethered to biologically active molecules such as neurotransmitters or calcium chelators. These cages remain inert until exposed to specific wavelengths of light, typically in the visible range, triggering the release of the active compound with high spatiotemporal precision.

For neurotransmitter systems, such as glutamate (Glu), which plays a critical role in synaptic transmission and memory formation, researchers have developed novel …

Novel, Ultra-Fast Electrochemical Sensors For The Enhanced Detection Of Neurotransmitters And Toxic Heavy Metals In Aqueous Solutions, Noel Manring

Theses and Dissertations

Neurodegenerative diseases (NDDs) are a growing global health concern, affecting millions of people worldwide. NDDs arise from the progressive loss of neuronal cell function, ultimately leading to cell death. Abnormal levels of neurotransmitters, the chemical messengers in the brain, have also been linked to NDDs. Despite various treatments and medications aimed at alleviating physical and mental symptoms, there is currently no cure or means to halt disease progression. While the exact pathogenesis of NDDs remain poorly understood, cognitive decline is largely attributed to brain volume reduction, particularly in the hippocampus. Clinical studies suggest that environmental factors, such as exposure to …

Improving Robustness Of Learning-Based Approaches In Autonomous Systems And Engineering Education, Godwyll Aikins

Theses and Dissertations

This dissertation advances the development of robust learning-based approaches across two complementary domains: engineering education and autonomous systems. Through four studies, this research addresses critical challenges in preparing data-proficient engineers and developing reliable autonomous systems that can operate under uncertainty and incomplete information. The engineering education study examines how mechanical and aerospace engineering undergraduates conceptualize and develop data proficiency skills essential for modern engineering practice. Through interviews with 27 students, the research employs the How People Learn framework to analyze student perspectives on information literacy, data interpretation, and computational thinking. The findings inform pedagogical strategies for developing data proficiency in …

Identifying Challenges Faced By Small And Medium Enterprises (Smes) In The Middle East And North Africa (Mena) Region Through Total Quality Management, Mohamad Atef

Theses and Dissertations

Recently, Small and Medium Enterprises (SMEs) have become recognized as an important driver of global economic growth and innovation. This phenomenon is particularly evident in the MENA region, where small and medium-sized enterprises (SMEs) make a significant contribution to the businesses. SMEs offer significant benefits in terms of job creation, revenue generation, and fostering economic diversity. Although SMEs have a vital contribution in the economy of the MENA region, SMEs face many challenges that hinder their development and long-term viability. Focusing on these challenges is very important for fostering a vibrant and resilient economic environment. The objective of this thesis …

Learning-Based Feature Identification For Rendezvous And Capture Of Non-Cooperative Space Objects, Trupti Mahendrakar

Theses and Dissertations

In recent years, On-Orbit Servicing (OOS) and Active Debris Removal (ADR) have attracted increasing interest due to growing concerns about space debris. This debris poses a significant risk to spacecraft, as collisions can catastrophically end missions and potentially trigger a cascading chain reaction of more debris. Space debris ranges from tiny paint chips to large non-functional spacecraft and even launch vehicle components. One way to mitigate the formation of additional space debris is to reduce the total number of large non-cooperative resident space objects present in operational orbits. This can be achieved through two approaches: de-orbiting these objects as part …

Demonstrating Feasibility Of Ultrasound-Sensitive Microbubbles Delivery To Treat Disruptions In The Blood Brain Barrier Endothelium, Rubens Jourdain

Theses and Dissertations

Vascular cognitive impairment and dementia (VCID) is one of the main causes of dementia. VCID is caused by age and other genetic factors that lead to disruptions in the blood brain barrier (BBB) and allow blood components to enter the brain. The currently available treatments of VCID include opening the BBB with high-frequency-ultrasound to deliver drugs to the brain. However, this only treats the already developed disease. Consequently, we developed a new drug delivery system whose goal is to restore the brain capillary endothelial cells (BCEC) lining the blood vessel. The objective of this study was to demonstrate the feasibility …

A Comparative Analysis Of Early Algebraic Thinking Activities From U.S. And Singapore Primary Textbooks, Christian Joel Hernandez

Theses and Dissertations

Many studies highlight the challenges students face when transitioning to algebra at the secondary level. Introducing algebraic concepts and fostering algebraic thinking at the primary level can help mitigate these difficulties. Prior to formal algebra instruction, early algebra can be cultivated as a mode of thinking known as algebraic thinking. Several international curricula, such as Singapore Math, incorporate early algebraic thinking into the early stages of schooling. Singapore Math, renowned for its high performance in international assessments, has been widely adopted by schools seeking to replicate its success.

This study compares two primary-level mathematics curricula—CCSSM-aligned textbooks and Singapore Math—specifically focusing …

Heterogeneous Collaborative Robotics: Multi-Robot Navigation In Dynamic Environments, Tyler Nicholas Raettig

Theses and Dissertations

Abstract: The challenges of multi-robot navigation in dynamic environments, focusing on uncertainties in obstacle complexities, partial observation, and the transition of policies from simulations to the real world. The proposed approach utilizes a deep reinforcement learning (DRL) framework enabling a Light Detection and Ranging (LiDAR)-equipped robot to communicate with a camera-equipped robot to achieve optimal paths despite their different sensors. The key contributions include the development of a cooperative architecture for information exchange between robots, a DRL-based framework for learning navigation policies, and a training mechanism based on dynamic randomization for enhanced real-world adaptability. Experimental validation using Gazebo simulations demonstrates …

Utilizing Self-Management Strategies To Increase Staff Productivity In An Aba Clinic, Jasmine Margarita Hernandez-Morris

Theses and Dissertations

In Applied Behavior Analysis (ABA), self-management is defined as an individual's behavior change strategies and tactics implemented to achieve a desired behavioral outcome. Both clinicians and researchers aim to develop and implement efficient self- management strategies that enhance staff performance, ultimately driving positive outcomes for the clients they serve. At this time, the research regarding the use of self- management strategies to increase staff fluency is limited. The present study evaluated the effectiveness of using self-management strategies to increase fluency in administering a verbal operant card set. Six staff members from an ABA clinic in Central Florida were recruited for …

3d Bioprinted Coaxial Tubule Optimization For Human Aortic Endothelial Cell Growth, Ilse Gabriela Perez Garcia

Theses and Dissertations

This paper introduces a research study of printing parameter optimization of extruded, cell-laden, 3D bioprinted coaxial tubules, as well as cell interaction observations. Optimization of printing parameters seeks to reduce variability of the tubules’ inner and outer diameters. The tubules were manufactured from a 0.4% Collagen I - 1.6% NaC6H7O6 (Sodium Alginate) bioink, that reaches gelation through interaction with a 3.2% CaCl2 (Calcium Chloride) solution. The bioinks were extruded through a dual syringe pump mechanism connected to a coaxial nozzle, which is mounted on an adapted 3D FDM (Fused Deposition …

The Shift: Web 2.0 Tools And Learner Engagement From The Teacher Perspective, Deig Aaron Sandoval

Theses and Dissertations

The COVID-19 epidemic has altered the educational technology landscape and made Web 2.0 tools' potential for online instruction more apparent. This study uses the Decomposed Theory of Planned Behavior (DTPB) paradigm to examine teachers’ perceptions of Web 2.0 tools and online learning. The study aims to investigate and advance the expanding body of research on teachers' perceptions of Web 2.0 tools' potential to increase student participation in the classroom. The research questions examine how ready instructors are to utilize Web 2.0 tools, how they feel about using them, how perceived behavioral control variables affect their intents, and how subjective norms …

Teachers’ Perceptions On The Impact And Effectiveness Of Certification Programs In Preparing And Retaining Educators, Teresa De Jesus Padilla

Theses and Dissertations

Mathematics is integral to STEM fields, making math critically important for the stability and development of the nation. As a result, mathematics teachers have a crucial role in our society. A role whose importance needs the necessary support to accomplish its numerous responsibilities. However, research indicates that certification routes—traditional and alternative—often fail to adequately prepare math teachers for the challenges they face, leading to high turnover rates. This study explores the impact of these certification routes on teachers’ abilities to support student achievement, address diverse learning needs, and manage additional duties. Surveying secondary math teachers in the Rio Grande Valley, …

Evaluating Uas As A Tool For Improving Elk Population Counts In A Suburban Forested Area Of North Central Colorado, Michael Wussow

Theses and Dissertations

For decades, wildlife researchers have taken advantage of an aerial perspective for performing population counts because of challenges associated with ground observations. Due to advances in aviation technology and regulations, unoccupied aerial systems (UAS) have become increasingly available for wildlife population monitoring in addition to manned aircraft, with success largely dependent on the species, their habitat, and UAS utilized. This study compares a currently accepted method of counting North American elk (ground/spotting scope counts) to a novel method (UAS) to evaluate if a commercial-off-the-shelf quadcopter (COTS) UAS equipped with zoom-capable RGB cameras would be an acceptable tool for counting elk …

Investigation Of Gas Injection Eor In Conventional And Unconventional Reservoirs Based On Laboratory Experiments And Field Pilot Tests, Jin Zhao

Theses and Dissertations

Currently, fossil fuels (including oil, natural gas, and coal) are still the dominant energy sources in the United States. However, their extraction and utilization generate a significant volume of carbon dioxide (CO2) and associated gases, such as methane (CH4), ethane (C2H6), propane (C3H8), etc. Injecting these gases back into deep oil reservoirs offers a practical means to enhance oil recovery while reducing air pollution. The target formations are usually characterized by good porosity and permeability to ensure sufficient injectivity and storage capacity. However, recent unconventional reservoir development indicated that tight formations could also be potential targets for enhanced oil recovery …

“How Can I Teach When I Was Not Taught How?”: Teacher Education For Mother Tongue Instruction For Stem In Southwest Nigeria, Motunrayo Adeosun

Theses and Dissertations

In this qualitative study, the experiences, training, and challenges of teachers in primary schools in a community in southwest Nigeria were explored. The purpose of this study was to identify the experiences of teachers about their training for mother tongue instruction and how they teach pupils with the mother tongue or local language of the community, the challenges faced by teachers in teaching with the mother tongue, and the strategies used by teachers to overcome the challenges. This study found that teachers received no training and there is no curriculum for the training of teachers to teach in the mother …

Impact Of Delphi-Developed Rubrics On Rater Consistency In 14 Cfr 141 Flight Training Assessment Environments, Lewis Robert James Archer

Theses and Dissertations

Pilot schools operating in accordance with 14 CFR 141 provide a substantial supply of pilots to the aviation industry. Recent high industry demand for pilots has created turnover among the flight instructor workforce, often considered an entry-level position used by aspiring aviators to build flight experience. This in turn means that check instructors, evaluators who are often selected from the more senior flight instructor population at a pilot school, are generally less experienced than in the past. Anecdotal evidence suggests that there is low consistency among these check instructors when conducting performance-based assessments. This study sought to determine the existing …

Division I Female Business Student-Athletes And Career Readiness During Their Academic Careers At A 4-Year Institution, Brianna Black

Theses and Dissertations

The purpose of this project is to explore female student-athletes within a business major and the transition from student-athlete into a professional career in a nonplaying sport capacity. This qualitative study examines eight female student-athletes who have selected a business major and their experiences with career readiness. Literature shows that student-athletes are behind in aspects of career readiness due to their focus on academic coursework and aspects of athletics with potential hopes of still becoming professional athletes. In addition, female student-athletes specifically business students are behind their counterparts due to the competitive nature of being a business student let alone …

Population Genetics Of Deer In The Northern Great Plains, Usa, Sarah Elizabeth Daman

Theses and Dissertations

Deer are currently under threat of chronic wasting disease (CWD) throughout North America. With CWD distribution increasing globally, understanding the spread of the disease is paramount for the effective management and conservation of deer populations. Conservation genomics has been shown as an effective method to study the behavior and movement of individuals on the landscape at a broad spatial scale. This approach allows for a multi-state evaluation of habitat and landscape features that may influence the dispersals and subsequent gene flow between populations. This study was designed to assess the genetic population structuring of deer within North Dakota and surrounding …

An Indigenous Approach To Professional Development Program Evaluation For Pk–12 Educators, Erica Marie Denault

Theses and Dissertations

In this study, I address the critical need for Indigenous approaches to program evaluation with an emphasis on cultural professional development (PD) programming.

I choose an Indigenous approach to program evaluation via the American Indian Higher Education Consortium (AIHEC) Indigenous Evaluation (IE) Framework that I modified to include educational and academic terminology to develop a cultural evaluation tool: the Cultural Competency Checklist. The Cultural Competency Checklist was embedded within cultural PD program design to illustrate a cultural learning process to produce IE. The Cultural Competency Checklist, utilized as a cultural evaluation tool shifts and reframes the westernized program evaluation process …

A Thematic Analysis Of Experiences With Accommodation Plans Of College Students With Disabilities: Recommendations For Students, Faculty, And Administrators, Christina Dimauro

Theses and Dissertations

This study explores the experiences of students with disabilities in higher education through a multiple case study design, incorporating both surveys and follow-up interviews to perform a thematic analysis across the cases. The primary aim was to amplify the voices of these students, gaining insights into their perspectives on the accommodations provided and gathering their advice for navigating the accommodations process. The interviews provided a qualitative depth, allowing students to share personal experiences and practical advice for other students. Findings reveal a diverse range of experiences, highlighting both successes and challenges in accessing and utilizing accommodations. Recommendations included advocating for …

Advisor Impacts On Student Learning In Undergraduate Engineering Sae Competition Projects, Sam Ertl

Theses and Dissertations

This study examines the effects of advisor characteristics on student learning in large scale undergraduate engineering project competitions. A survey was conducted to measure statistical significance between student ratings of their advisors and student ratings of their learning in key skill areas. Additional items measured include demographics and project characteristics which allowed for additional analyses. The purpose of this study was to identify areas of improvement for project advisors to advance the learning potential for student participants. The survey was distributed in an online format to students participating in five SAE University Program projects. Collected data was analyzed using Kendall’s …

The Positivity Principle: Investigating A School Administrator Training Series Designed To Promote Systemic Positivity, Catherine Gillach

Theses and Dissertations

Education has historically been recognized as a stressful profession, yet the Covid-19 pandemic (2020) paired with intensified socio-political influences have exacerbated educator stress, anxiety, and negativity, prematurely pushing more career educators to leave the profession. Teacher and principal pre-service preparation programs largely neglect to train educators in strategies for personally managing negative stressors, and negativity mitigation strategies are often overlooked as a critical facet of school climate and culture. Therefore, the purpose of this dissertation in practice was to examine the degree to which a school administrator training series could stimulate personal and systemic positivity within participants’ schools in a …

Fluorescence Imaging Systems To Detect Contamination On Surfaces Common In Food Processing And Medical Facilities, Benjamin Hu

Theses and Dissertations

Biofilm are aggregates of microbial cells encased under an extracellular polymeric substance (EPS) and resist sanitizers or antibiotics. Because of their persistence on various surfaces such as medical devices or industrial piping, biofilm formation is associated with approximately 65% of all microbial infections. Thus, their detection and deactivation are of great importance to public health. Many detection methods such as swabbing require sampling by rubbing , which can be inefficient and challenging. This study proposes the use of handheld multispectral fluorescence imaging systems to detect and deactivate biofilm in situ. We utilized the Contamination and Sanitization Inspection (CSI) and -Disinfection …

Using High-Impact Practices To Support Online Students In Two-Year And Four-Year Institutions, Sarah Kallock

Theses and Dissertations

Online students face challenges that on-campus students often do not. “Online students can feel isolated since they are not in synchronous courses where they get to see peers and instructors and interact face-to-face” (Garivaldis et al., 2022). The online learning community lacks support for students who choose to learn online. Teachers who teach online have had little to no training on how to support and offer similar experiences compared to what on-campus students receive. High-Impact Practices (HIPs) are widely researched educational practices that, when implemented well, enhance student learning and engagement, as well as improve retention, and are associated with …

Investigating The Relationship Between Teachers’ State Evaluation Rating And Their Classroom-Based Assessment Practices And Systems, Christopher Jones

Theses and Dissertations

This quantitative research study investigates the relationship between teachers’ evaluation rating and their classroom-based assessment practices using a survey approach. Four middle schools consisting of 39 (grades six through eight) teachers in the Southwestern U.S. participated in the study. Research has shown that when teachers regularly use a system of evidence-based classroom assessment practices, student achievement increases. The problem addressed within this investigation is that students nationwide are performing at lower proficiency rates in math and English Language Arts than previously seen. Results from this study indicate that even teachers rated “highly effective” on evaluations are not employing evidence-based assessment …